mcp memory graph MCP
v2.10.3io.github.yonasvalentin/mcp-memory-graph
Local-first memory for Claude Code and any MCP client: hybrid search + knowledge graph, $0/token.
transport:stdio
runtime:npm
Target client
run in your project directory
claude mcp add mcp-memory-graph -e MCP_MEMORY_DB_PATH=<MCP_MEMORY_DB_PATH> -e MCP_MEMORY_MODEL=<MCP_MEMORY_MODEL> -- npx -y mcp-memory-graph
Adds it for this project only. Append --scope user to make it available everywhere. Claude Code docs
This listing does not declare its tools. Connect the server and your client will discover them on the handshake.